Chenxi Sun

Tongxin Li

IEEE Trans. Ind. Informatics, October, 2024

A Ranking-Based Cross-Entropy Loss for Early Classification of Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., August, 2024

Time pattern reconstruction for classification of irregularly sampled time series.

[BibT_eX]

[DOI]

Pattern Recognit., March, 2024

A Systematic Review of Echo State Networks From Design to Application.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., January, 2024

An Electrocardiogram Foundation Model Built on over 10 Million Recordings with External Evaluation across Multiple Domains.

[BibT_eX]

[DOI]

CoRR, 2024

Review of Data-centric Time Series Analysis from Sample, Feature, and Period.

[BibT_eX]

[DOI]

CoRR, 2024

Identity information based on human magnetocardiography signals.

[BibT_eX]

[DOI]

CoRR, 2024

Curriculum Design Helps Spiking Neural Networks to Classify Time Series.

[BibT_eX]

[DOI]

CoRR, 2024

Discovering explainable biomarkers for breast cancer anti-PD1 response via network Shapley value analysis.

[BibT_eX]

[DOI]

Zhi-Ping Liu

Comput. Methods Programs Biomed., 2024

Strategic V2G Trading in Local Energy Market Considering Minimum Energy Requirement.

[BibT_eX]

[DOI]

Jianwei Huang

Proceedings of the IEEE International Conference on Communications, 2024

CLLA: A Fault Diagnosis Method for Abnormal Fluctuation of Rolling Force in Hot Continuous Rolling System.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Industrial Informatics, 2024

TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

SPL-LDP: a label distribution propagation method for semi-supervised partial label learning.

[BibT_eX]

[DOI]

Appl. Intell., September, 2023

Adaptive model training strategy for continuous classification of time series.

[BibT_eX]

[DOI]

Appl. Intell., August, 2023

Continuous diagnosis and prognosis by controlling the update process of deep neural networks.

[BibT_eX]

[DOI]

Patterns, February, 2023

AI-Enabled Consensus Algorithm in Human-Centric Collaborative Computing for Internet of Vehicle.

[BibT_eX]

[DOI]

Symmetry, 2023

Curricular and Cyclical Loss for Time Series Learning Strategy.

[BibT_eX]

[DOI]

CoRR, 2023

Optimizing Pricing and Charging Strategy for Electric Taxis Considering Credit Mechanism.

[BibT_eX]

[DOI]

Jiwei Zhang

Proceedings of the IEEE International Conference on Communications, 2023

Federated Learning in Competitive EV Charging Market.

[BibT_eX]

[DOI]

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

How Much Energy Do Bounded Rational Participants Share in Vehicle-to-Grid (V2G)?

[BibT_eX]

[DOI]

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

EE-TTS: Emphatic Expressive TTS with Linguistic Information.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

Discovering biomarkers of hepatocellular carcinoma from single-cell RNA sequencing data by cooperative games on gene regulatory network.

[BibT_eX]

[DOI]

Zishuang Zhang

Zhi-Ping Liu

J. Comput. Sci., 2022

Classifying vaguely labeled data based on evidential fusion.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Dlsa: Semi-supervised partial label learning via dependence-maximized label set assignment.

[BibT_eX]

[DOI]

Inf. Sci., 2022

A Holistic Review on Advanced Bi-directional EV Charging Control Algorithms.

[BibT_eX]

[DOI]

Ying-Jun Angela Zhang

CoRR, 2022

Battery Charging Strategies Design for Battery Swapping Stations: A Game Theoretic Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

A Game Approach for EV Brands' Investment Planning of Battery Swapping Stations.

[BibT_eX]

[DOI]

Heyu Ren

Proceedings of the IEEE International Conference on Communications, 2022

GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization.

[BibT_eX]

[DOI]

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Hypergraph Contrastive Learning for Electronic Health Records.

[BibT_eX]

[DOI]

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Hypergraph Structure Learning for Hypergraph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Confidence-Guided Learning Process for Continuous Classification of Time Series.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Deep Ordinal Neural Network for Length of Stay Estimation in the Intensive Care Units.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., December, 2021

Interpretable time-aware and co-occurrence-aware network for medical prediction.

[BibT_eX]

[DOI]

Hongna Dui

Hongyan Li

BMC Medical Informatics Decis. Mak., 2021

Application of Musculoskeletal Ultrasound in Real-Time Dynamic Detection of Luschka Joint Hyperplasia of Cervical Vertebrae.

[BibT_eX]

[DOI]

Chenwei Gao

Dakui Xu

J. Medical Imaging Health Informatics, 2021

TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data.

[BibT_eX]

[DOI]

CoRR, 2021

Personalized vital signs control based on continuous action-space reinforcement learning with supervised experience.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2021

Data-driven Electric Vehicle Charging Station Placement for Incentivizing Potential Demand.

[BibT_eX]

[DOI]

Tongxin Li

Proceedings of the IEEE International Conference on Communications, 2021

TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Efficient J Peak Detection From Ballistocardiogram Using Lightweight Convolutional Neural Network<sup>*</sup>.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

A Review of Designs and Applications of Echo State Networks.

[BibT_eX]

[DOI]

CoRR, 2020

A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data.

[BibT_eX]

[DOI]

CoRR, 2020

Unobtrusive Inter-beat Interval Estimation from Multichannel Ballistocardiogram Signal Using Kalman Filter.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Multi-Type Sensor Placements in Gaussian Spatial Fields for Environmental Monitoring.

[BibT_eX]

[DOI]

Sensors, 2019

Optimal Citizen-Centric Sensor Placement for Air Quality Monitoring: A Case Study of City of Cambridge, the United Kingdom.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

Optimal Citizen-Centric Sensor Placement for Citywide Environmental Monitoring - A Submodular Approach.

[BibT_eX]

[DOI]

Jacqueline C. K. Lam

Proceedings of the 2018 IEEE International Conference on Sensing, 2018

Optimal Multi-type Sensor Placements in Gaussian Spatial Fields for Environmental Monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Smart Cities Conference, 2018

Robust and Consistent Clustering Recovery via SDP Approaches.

[BibT_eX]

[DOI]

Tongxin Li

Proceedings of the 2018 IEEE Data Science Workshop, 2018

2017

An Extended Spatio-Temporal Granger Causality Model for Air Quality Estimation with Heterogeneous Urban Big Data.

[BibT_eX]

[DOI]

Julie Yixuan Zhu

IEEE Trans. Big Data, 2017

2015

Granger-Causality-based air quality estimation with spatio-temporal (S-T) heterogeneous big data.

[BibT_eX]

[DOI]

Julie Yixuan Zhu